This work systematically analyzes all 1,702 CHI 2026 full papers and identifies 125 that annotate videos, and derives a five-dimensional taxonomy spanning analytic purpose, viewpoint, phenomenon, reasoning requirement, and annotation authority to map the capabilities and limitations of a general-purpose VLM.
Xi-Yuan Shen, Jiuyang Lyu, Seokhyun Hwang et al.· 0 citations
A software that integrates socially-aware reasoning and emotion in agent behavior and interaction, a design of human multimodal scheme for human users, artificial agents and simulated worlds, and distributing the AI processing through the network to enable multiple autonomous agents are presented.
A full-text audit centered on human arrangements and a claim-pooling checkpoint for deciding when evidence about trust, coordination, performance, efficiency, and accountability can be compared are contributed.
Han-Jing Shi, Kimberly Wang, Sabrina Doherty et al.· 0 citations
This work examines the challenges of designing and evaluating reflective mechanisms for long-term skill sustainability, considering individual differences in how users engage with such support, the organisational conditions under which it is implemented, and the gap between short-term evidence and long-term claims.
S. de Jong· 0 citations
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ViMoWear is proposed, a visual-motion-guided framework that leverages synchronized 3D hand motion as training-only supervision while requiring only wearable sensing for gesture classification at inference and improves the generalization of wearable representations to unseen subjects.
Wen-Juan Zhong, Chen-Fei Ma, K. Nazarpour· 0 citations
In magicians'forcing, spectators may experience a choice as self-determined even when that choice has been externally directed. Research on the sense of agency has developed largely around action-outcome relations, most notably intentional binding; however, the problem of choice authorship (why a particular choice is e...
Generative image models can produce highly realistic images, raising concerns about potential misuse in creating deceptive content. Current deepfake approaches face several challenges, including limited generalizability, lack of interpretability, and poor actionability. To help address these, we present ASAP, an intera...
Jinbin Huang, Yuki Ueno, Chen Chen et al.· Information Visualization· 0 citations
An embodied AI counselor that combines conversational AI with real-time facial-expression and posture mimicry, while producing either verbally attuned or neutral responses shows that verbal attunement was the most reliable driver of perceived empathy and underscores the need to consider how verbal and nonverbal behavio...
Nathalia Gomez, Haig Shamlian, Omar A. Khan et al.· 0 citations
CoBranchMR lets users branch an object into editable virtual copies, customize them independently, and then merge their work back into a shared object.
Niloofar Sayadi, Kai-Yuan Tang, Yun-Hao Xing et al.· 0 citations
ChartRevive is presented, a mixed-initiative system that combines MLLM-based extraction with an interactive verification interface, supporting users to efficiently inspect, correct, and refine reconstructed charts through overlay-based verification and real-time rebuilding.
Reading the malleable interfaces of Iron Man 2 against systems from Blade Runner 2049, this work proposes productive friction, including cross-sensory renderings whose detail reflects model uncertainty, a deterministic-affordance mismatch.
This work traces the dynamics of constraints and preferences as they are surfaced, refined, and coordinated throughout the planning process, and identified 11 actions revolving around constraints and preferences, which shaped the planning process.
Fu-Ling Sun, Yi-Ning Cao, Peiling Jiang et al.· 0 citations
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
MIT News · Artificial Intelligence· news.mit.eduOct 23, 2026
During the School of Humanities, Arts, and Social Sciences’ 75th Anniversary Symposium, President Sally Kornbluth said “MIT has never needed your particular insight and guidance more than we do now.”
MIT News · Artificial Intelligence· news.mit.eduOct 23, 2026
Assistant Professor Benjamin Lindquist studies how engineers deliberately injected randomness into early AI, giving rise to deep-learning models that sometimes hallucinate.
MIT News · Artificial Intelligence· news.mit.eduOct 22, 2026
“X-Hinges” helps design and 3D print items like lamps and gloves with an interactive twist: automatically embedded sensors that perceive and adaptively respond to human contact.
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